Cargando…
MeMo: a web tool for prediction of protein methylation modifications
Protein methylation is an important and reversible post-translational modification of proteins (PTMs), which governs cellular dynamics and plasticity. Experimental identification of the methylation site is labor-intensive and often limited by the availability of reagents, such as methyl-specific ant...
Autores principales: | , , , , |
---|---|
Formato: | Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2006
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1538891/ https://www.ncbi.nlm.nih.gov/pubmed/16845004 http://dx.doi.org/10.1093/nar/gkl233 |
_version_ | 1782129146100449280 |
---|---|
author | Chen, Hu Xue, Yu Huang, Ni Yao, Xuebiao Sun, Zhirong |
author_facet | Chen, Hu Xue, Yu Huang, Ni Yao, Xuebiao Sun, Zhirong |
author_sort | Chen, Hu |
collection | PubMed |
description | Protein methylation is an important and reversible post-translational modification of proteins (PTMs), which governs cellular dynamics and plasticity. Experimental identification of the methylation site is labor-intensive and often limited by the availability of reagents, such as methyl-specific antibodies and optimization of enzymatic reaction. Computational analysis may facilitate the identification of potential methylation sites with ease and provide insight for further experimentation. Here we present a novel protein methylation prediction web server named MeMo, protein methylation modification prediction, implemented in Support Vector Machines (SVMs). Our present analysis is primarily focused on methylation on lysine and arginine, two major protein methylation sites. However, our computational platform can be easily extended into the analyses of other amino acids. The accuracies for prediction of protein methylation on lysine and arginine have reached 67.1 and 86.7%, respectively. Thus, the MeMo system is a novel tool for predicting protein methylation and may prove useful in the study of protein methylation function and dynamics. The MeMo web server is available at: . |
format | Text |
id | pubmed-1538891 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2006 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-15388912006-08-18 MeMo: a web tool for prediction of protein methylation modifications Chen, Hu Xue, Yu Huang, Ni Yao, Xuebiao Sun, Zhirong Nucleic Acids Res Article Protein methylation is an important and reversible post-translational modification of proteins (PTMs), which governs cellular dynamics and plasticity. Experimental identification of the methylation site is labor-intensive and often limited by the availability of reagents, such as methyl-specific antibodies and optimization of enzymatic reaction. Computational analysis may facilitate the identification of potential methylation sites with ease and provide insight for further experimentation. Here we present a novel protein methylation prediction web server named MeMo, protein methylation modification prediction, implemented in Support Vector Machines (SVMs). Our present analysis is primarily focused on methylation on lysine and arginine, two major protein methylation sites. However, our computational platform can be easily extended into the analyses of other amino acids. The accuracies for prediction of protein methylation on lysine and arginine have reached 67.1 and 86.7%, respectively. Thus, the MeMo system is a novel tool for predicting protein methylation and may prove useful in the study of protein methylation function and dynamics. The MeMo web server is available at: . Oxford University Press 2006-07-01 2006-07-14 /pmc/articles/PMC1538891/ /pubmed/16845004 http://dx.doi.org/10.1093/nar/gkl233 Text en © The Author 2006. Published by Oxford University Press. All rights reserved |
spellingShingle | Article Chen, Hu Xue, Yu Huang, Ni Yao, Xuebiao Sun, Zhirong MeMo: a web tool for prediction of protein methylation modifications |
title | MeMo: a web tool for prediction of protein methylation modifications |
title_full | MeMo: a web tool for prediction of protein methylation modifications |
title_fullStr | MeMo: a web tool for prediction of protein methylation modifications |
title_full_unstemmed | MeMo: a web tool for prediction of protein methylation modifications |
title_short | MeMo: a web tool for prediction of protein methylation modifications |
title_sort | memo: a web tool for prediction of protein methylation modifications |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1538891/ https://www.ncbi.nlm.nih.gov/pubmed/16845004 http://dx.doi.org/10.1093/nar/gkl233 |
work_keys_str_mv | AT chenhu memoawebtoolforpredictionofproteinmethylationmodifications AT xueyu memoawebtoolforpredictionofproteinmethylationmodifications AT huangni memoawebtoolforpredictionofproteinmethylationmodifications AT yaoxuebiao memoawebtoolforpredictionofproteinmethylationmodifications AT sunzhirong memoawebtoolforpredictionofproteinmethylationmodifications |